Overview
Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 2184477 |
| Missing cells | 14034921 |
| Missing cells (%) | 53.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 200.0 MiB |
| Average record size in memory | 96.0 B |
Variable types
| Numeric | 12 |
|---|
teff_best is highly overall correlated with teff_clustering and 3 other fields | High correlation |
teff_best_uncertainty is highly overall correlated with teff_clustering_uncertainty and 3 other fields | High correlation |
teff_clustering is highly overall correlated with teff_best and 5 other fields | High correlation |
teff_clustering_uncertainty is highly overall correlated with teff_best_uncertainty and 6 other fields | High correlation |
teff_flag1 is highly overall correlated with teff_best and 3 other fields | High correlation |
teff_flag1_uncertainty is highly overall correlated with teff_best_uncertainty and 3 other fields | High correlation |
teff_log is highly overall correlated with teff_best and 5 other fields | High correlation |
teff_log_uncertainty is highly overall correlated with teff_best_uncertainty and 6 other fields | High correlation |
teff_propagated is highly overall correlated with teff_best and 5 other fields | High correlation |
teff_propagated_uncertainty is highly overall correlated with teff_best_uncertainty and 3 other fields | High correlation |
teff_gaia_original has 908311 (41.6%) missing values | Missing |
teff_clustering has 1336991 (61.2%) missing values | Missing |
teff_clustering_uncertainty has 1336991 (61.2%) missing values | Missing |
teff_log has 1336991 (61.2%) missing values | Missing |
teff_log_uncertainty has 1336991 (61.2%) missing values | Missing |
teff_flag1 has 1336991 (61.2%) missing values | Missing |
teff_flag1_uncertainty has 1336991 (61.2%) missing values | Missing |
teff_propagated has 1276166 (58.4%) missing values | Missing |
teff_propagated_uncertainty has 1276166 (58.4%) missing values | Missing |
teff_best has 1276166 (58.4%) missing values | Missing |
teff_best_uncertainty has 1276166 (58.4%) missing values | Missing |
source_id has unique values | Unique |
Reproduction
| Analysis started | 2026-02-05 09:06:10.530530 |
|---|---|
| Analysis finished | 2026-02-05 09:07:23.892730 |
| Duration | 1 minute and 13.36 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
source_id
Real number (ℝ)
Unique
| Distinct | 2184477 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2356625 × 1018 |
| Minimum | 4.6626165 × 1013 |
|---|---|
| Maximum | 6.9175279 × 1018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.7 MiB |
Quantile statistics
| Minimum | 4.6626165 × 1013 |
|---|---|
| 5-th percentile | 5.2149589 × 1017 |
| Q1 | 3.3701302 × 1018 |
| median | 4.2530925 × 1018 |
| Q3 | 5.8338197 × 1018 |
| 95-th percentile | 6.0706943 × 1018 |
| Maximum | 6.9175279 × 1018 |
| Range | 6.9174813 × 1018 |
| Interquartile range (IQR) | 2.4636895 × 1018 |
Descriptive statistics
| Standard deviation | 1.6746523 × 1018 |
|---|---|
| Coefficient of variation (CV) | 0.39536962 |
| Kurtosis | -0.30613078 |
| Mean | 4.2356625 × 1018 |
| Median Absolute Deviation (MAD) | 1.3457523 × 1018 |
| Skewness | -0.72449709 |
| Sum | 4.9276407 × 1018 |
| Variance | 2.8044602 × 1036 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 4.662616499 × 1013 | 1 | < 0.1% |
| 1.044879647 × 1014 | 1 | < 0.1% |
| 1.385771206 × 1014 | 1 | < 0.1% |
| 1.602194603 × 1014 | 1 | < 0.1% |
| 2.035513857 × 1014 | 1 | < 0.1% |
| 2.78760558 × 1014 | 1 | < 0.1% |
| 5.447435877 × 1014 | 1 | < 0.1% |
| 6.085152622 × 1014 | 1 | < 0.1% |
| 7.326569969 × 1014 | 1 | < 0.1% |
| 1.007152651 × 1015 | 1 | < 0.1% |
| Other values (2184467) | 2184467 |
| Value | Count | Frequency (%) |
| 4.662616499 × 1013 | 1 | |
| 1.044879647 × 1014 | 1 | |
| 1.385771206 × 1014 | 1 | |
| 1.602194603 × 1014 | 1 | |
| 2.035513857 × 1014 | 1 | |
| 2.78760558 × 1014 | 1 | |
| 5.447435877 × 1014 | 1 | |
| 6.085152622 × 1014 | 1 | |
| 7.326569969 × 1014 | 1 | |
| 1.007152651 × 1015 | 1 |
| Value | Count | Frequency (%) |
| 6.917527894 × 1018 | 1 | |
| 6.917527795 × 1018 | 1 | |
| 6.917522774 × 1018 | 1 | |
| 6.917501093 × 1018 | 1 | |
| 6.917470723 × 1018 | 1 | |
| 6.917469517 × 1018 | 1 | |
| 6.917461927 × 1018 | 1 | |
| 6.917373 × 1018 | 1 | |
| 6.917371596 × 1018 | 1 | |
| 6.917365853 × 1018 | 1 |
teff_gaia_original
Real number (ℝ)
Missing
| Distinct | 807893 |
|---|---|
| Distinct (%) | 63.3% |
| Missing | 908311 |
| Missing (%) | 41.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5437.6803 |
| Minimum | 2737.3044 |
|---|---|
| Maximum | 38455.719 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.7 MiB |
Quantile statistics
| Minimum | 2737.3044 |
|---|---|
| 5-th percentile | 3789.1101 |
| Q1 | 4442.339 |
| median | 4997.2759 |
| Q3 | 5820.6517 |
| 95-th percentile | 8716.1455 |
| Maximum | 38455.719 |
| Range | 35718.414 |
| Interquartile range (IQR) | 1378.3127 |
Descriptive statistics
| Standard deviation | 1709.5852 |
|---|---|
| Coefficient of variation (CV) | 0.31439605 |
| Kurtosis | 20.387449 |
| Mean | 5437.6803 |
| Median Absolute Deviation (MAD) | 652.68433 |
| Skewness | 3.2784708 |
| Sum | 6.9393827 × 109 |
| Variance | 2922681.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4786.052246 | 16 | < 0.1% |
| 4789.994629 | 15 | < 0.1% |
| 4783.682617 | 14 | < 0.1% |
| 4780.547852 | 14 | < 0.1% |
| 4779.015625 | 14 | < 0.1% |
| 4786.288574 | 13 | < 0.1% |
| 4784.428711 | 13 | < 0.1% |
| 4776.565918 | 13 | < 0.1% |
| 4784.255371 | 13 | < 0.1% |
| 4785.88916 | 13 | < 0.1% |
| Other values (807883) | 1276028 | |
| (Missing) | 908311 |
| Value | Count | Frequency (%) |
| 2737.304443 | 1 | |
| 2832.733154 | 1 | |
| 2888.163818 | 1 | |
| 2926.918457 | 1 | |
| 2934.593018 | 1 | |
| 2970.130127 | 1 | |
| 2972.390869 | 1 | |
| 2993.90332 | 1 | |
| 3000.018799 | 1 | |
| 3000.880371 | 1 |
| Value | Count | Frequency (%) |
| 38455.71875 | 1 | |
| 37508.28516 | 1 | |
| 37043.76172 | 1 | |
| 36013.83984 | 1 | |
| 35833.94141 | 1 | |
| 35676.44141 | 1 | |
| 35524.58594 | 1 | |
| 35505.75 | 1 | |
| 35458.30078 | 1 | |
| 35023.66406 | 1 |
teff_clustering
Real number (ℝ)
High correlation Missing
| Distinct | 845110 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 1336991 |
| Missing (%) | 61.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4518.6889 |
| Minimum | 3622.3676 |
|---|---|
| Maximum | 31596.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.7 MiB |
Quantile statistics
| Minimum | 3622.3676 |
|---|---|
| 5-th percentile | 3681.9232 |
| Q1 | 3844.3742 |
| median | 4171.0048 |
| Q3 | 4778.5234 |
| 95-th percentile | 6540.3306 |
| Maximum | 31596.42 |
| Range | 27974.052 |
| Interquartile range (IQR) | 934.14911 |
Descriptive statistics
| Standard deviation | 1029.731 |
|---|---|
| Coefficient of variation (CV) | 0.2278827 |
| Kurtosis | 25.542266 |
| Mean | 4518.6889 |
| Median Absolute Deviation (MAD) | 396.3862 |
| Skewness | 3.1525855 |
| Sum | 3.8295256 × 109 |
| Variance | 1060346 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3667.795262 | 8 | < 0.1% |
| 3673.821585 | 5 | < 0.1% |
| 3666.195866 | 5 | < 0.1% |
| 3682.458978 | 5 | < 0.1% |
| 3708.499198 | 4 | < 0.1% |
| 3766.913079 | 4 | < 0.1% |
| 3680.089824 | 4 | < 0.1% |
| 3660.039537 | 4 | < 0.1% |
| 3674.162668 | 4 | < 0.1% |
| 3664.289119 | 4 | < 0.1% |
| Other values (845100) | 847439 | |
| (Missing) | 1336991 |
| Value | Count | Frequency (%) |
| 3622.367551 | 1 | |
| 3624.221158 | 1 | |
| 3624.902012 | 1 | |
| 3626.600008 | 1 | |
| 3629.253594 | 1 | |
| 3630.018875 | 1 | |
| 3631.821911 | 1 | |
| 3632.836606 | 1 | |
| 3632.896599 | 1 | |
| 3633.397476 | 1 |
| Value | Count | Frequency (%) |
| 31596.42005 | 1 | |
| 31417.42052 | 1 | |
| 31093.73677 | 1 | |
| 31044.42578 | 1 | |
| 30967.81815 | 1 | |
| 30901.07809 | 1 | |
| 30099.16947 | 1 | |
| 29764.98732 | 1 | |
| 29666.64684 | 1 | |
| 29471.96222 | 1 |
teff_clustering_uncertainty
Real number (ℝ)
High correlation Missing
| Distinct | 845110 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 1336991 |
| Missing (%) | 61.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 310.23185 |
| Minimum | 13.03874 |
|---|---|
| Maximum | 7899.7039 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.7 MiB |
Quantile statistics
| Minimum | 13.03874 |
|---|---|
| 5-th percentile | 60.484938 |
| Q1 | 127.09057 |
| median | 202.40792 |
| Q3 | 341.13558 |
| 95-th percentile | 1125.1463 |
| Maximum | 7899.7039 |
| Range | 7886.6651 |
| Interquartile range (IQR) | 214.045 |
Descriptive statistics
| Standard deviation | 334.99294 |
|---|---|
| Coefficient of variation (CV) | 1.0798148 |
| Kurtosis | 19.069867 |
| Mean | 310.23185 |
| Median Absolute Deviation (MAD) | 94.310729 |
| Skewness | 3.3333186 |
| Sum | 2.6291715 × 108 |
| Variance | 112220.27 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 101.4677643 | 8 | < 0.1% |
| 108.5499841 | 5 | < 0.1% |
| 107.4705642 | 5 | < 0.1% |
| 108.6232212 | 5 | < 0.1% |
| 154.6958462 | 4 | < 0.1% |
| 179.0394221 | 4 | < 0.1% |
| 107.0579482 | 4 | < 0.1% |
| 60.98963077 | 4 | < 0.1% |
| 110.9319563 | 4 | < 0.1% |
| 61.59539785 | 4 | < 0.1% |
| Other values (845100) | 847439 | |
| (Missing) | 1336991 |
| Value | Count | Frequency (%) |
| 13.03873983 | 1 | |
| 13.50742597 | 1 | |
| 13.87484321 | 1 | |
| 14.37227226 | 1 | |
| 14.8997843 | 1 | |
| 15.27795595 | 1 | |
| 15.36698096 | 1 | |
| 15.40624922 | 1 | |
| 16.07229607 | 1 | |
| 16.10939095 | 1 |
| Value | Count | Frequency (%) |
| 7899.703861 | 1 | |
| 7843.553531 | 1 | |
| 7801.583734 | 1 | |
| 7586.583877 | 1 | |
| 7300.066763 | 1 | |
| 7005.760668 | 1 | |
| 6993.930448 | 1 | |
| 6890.901713 | 1 | |
| 6850.912173 | 1 | |
| 6733.906445 | 1 |
teff_log
Real number (ℝ)
High correlation Missing
| Distinct | 835757 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 1336991 |
| Missing (%) | 61.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4493.8706 |
| Minimum | 3604.8447 |
|---|---|
| Maximum | 31125.298 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.7 MiB |
Quantile statistics
| Minimum | 3604.8447 |
|---|---|
| 5-th percentile | 3678.2321 |
| Q1 | 3814.5385 |
| median | 4169.9155 |
| Q3 | 4762.8599 |
| 95-th percentile | 6424.6937 |
| Maximum | 31125.298 |
| Range | 27520.453 |
| Interquartile range (IQR) | 948.32148 |
Descriptive statistics
| Standard deviation | 1018.896 |
|---|---|
| Coefficient of variation (CV) | 0.22673017 |
| Kurtosis | 26.231208 |
| Mean | 4493.8706 |
| Median Absolute Deviation (MAD) | 410.87108 |
| Skewness | 3.2280716 |
| Sum | 3.8084924 × 109 |
| Variance | 1038149.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3675.863849 | 30 | < 0.1% |
| 3669.003279 | 16 | < 0.1% |
| 3676.016002 | 16 | < 0.1% |
| 3679.873064 | 14 | < 0.1% |
| 3674.340458 | 13 | < 0.1% |
| 3667.57249 | 12 | < 0.1% |
| 3678.554123 | 12 | < 0.1% |
| 3685.182141 | 12 | < 0.1% |
| 3674.267095 | 12 | < 0.1% |
| 3678.50389 | 11 | < 0.1% |
| Other values (835747) | 847338 | |
| (Missing) | 1336991 |
| Value | Count | Frequency (%) |
| 3604.844686 | 1 | |
| 3606.295668 | 1 | |
| 3607.243332 | 1 | |
| 3607.889972 | 1 | |
| 3608.474293 | 1 | |
| 3608.874858 | 1 | |
| 3609.999906 | 1 | |
| 3610.01635 | 1 | |
| 3610.030728 | 1 | |
| 3610.145799 | 1 |
| Value | Count | Frequency (%) |
| 31125.29766 | 1 | |
| 31120.19151 | 1 | |
| 30968.59377 | 1 | |
| 30271.14791 | 1 | |
| 30152.17514 | 1 | |
| 29838.71294 | 1 | |
| 29320.70017 | 1 | |
| 29277.19427 | 1 | |
| 29169.42196 | 1 | |
| 28550.77135 | 1 |
teff_log_uncertainty
Real number (ℝ)
High correlation Missing
| Distinct | 835757 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 1336991 |
| Missing (%) | 61.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 242.74738 |
| Minimum | 15.104869 |
|---|---|
| Maximum | 7041.2418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.7 MiB |
Quantile statistics
| Minimum | 15.104869 |
|---|---|
| 5-th percentile | 63.890807 |
| Q1 | 120.38564 |
| median | 157.03273 |
| Q3 | 256.94404 |
| 95-th percentile | 779.83258 |
| Maximum | 7041.2418 |
| Range | 7026.1369 |
| Interquartile range (IQR) | 136.5584 |
Descriptive statistics
| Standard deviation | 251.95396 |
|---|---|
| Coefficient of variation (CV) | 1.0379266 |
| Kurtosis | 34.041048 |
| Mean | 242.74738 |
| Median Absolute Deviation (MAD) | 52.517035 |
| Skewness | 4.1872632 |
| Sum | 2.0572501 × 108 |
| Variance | 63480.796 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 123.0275244 | 30 | < 0.1% |
| 128.61641 | 16 | < 0.1% |
| 122.9832602 | 16 | < 0.1% |
| 130.687505 | 14 | < 0.1% |
| 125.9135492 | 13 | < 0.1% |
| 129.6392673 | 12 | < 0.1% |
| 123.1238313 | 12 | < 0.1% |
| 121.6816748 | 12 | < 0.1% |
| 132.5619253 | 12 | < 0.1% |
| 121.30386 | 11 | < 0.1% |
| Other values (835747) | 847338 | |
| (Missing) | 1336991 |
| Value | Count | Frequency (%) |
| 15.10486928 | 1 | |
| 15.99445833 | 1 | |
| 16.00989476 | 1 | |
| 16.07854491 | 1 | |
| 16.1860722 | 1 | |
| 16.49039049 | 1 | |
| 16.50282757 | 1 | |
| 16.6312625 | 1 | |
| 16.92759788 | 1 | |
| 17.77439376 | 1 |
| Value | Count | Frequency (%) |
| 7041.241807 | 1 | |
| 6926.922217 | 1 | |
| 6697.470461 | 1 | |
| 6663.00074 | 1 | |
| 6579.164928 | 1 | |
| 6405.997101 | 1 | |
| 6349.501699 | 1 | |
| 6029.519794 | 1 | |
| 6002.525304 | 1 | |
| 6000.044633 | 1 |
teff_flag1
Real number (ℝ)
High correlation Missing
| Distinct | 844800 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 1336991 |
| Missing (%) | 61.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4353.5961 |
| Minimum | 3347.9377 |
|---|---|
| Maximum | 21703.297 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.7 MiB |
Quantile statistics
| Minimum | 3347.9377 |
|---|---|
| 5-th percentile | 3663.2122 |
| Q1 | 3831.4512 |
| median | 4161.9243 |
| Q3 | 4639.2472 |
| 95-th percentile | 5663.6424 |
| Maximum | 21703.297 |
| Range | 18355.359 |
| Interquartile range (IQR) | 807.79595 |
Descriptive statistics
| Standard deviation | 780.95113 |
|---|---|
| Coefficient of variation (CV) | 0.1793807 |
| Kurtosis | 15.805848 |
| Mean | 4353.5961 |
| Median Absolute Deviation (MAD) | 375.86254 |
| Skewness | 2.9251738 |
| Sum | 3.6896118 × 109 |
| Variance | 609884.67 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3685.274845 | 7 | < 0.1% |
| 3687.604374 | 5 | < 0.1% |
| 3676.855473 | 5 | < 0.1% |
| 3666.744339 | 4 | < 0.1% |
| 3676.981577 | 4 | < 0.1% |
| 3685.432585 | 4 | < 0.1% |
| 3688.281554 | 4 | < 0.1% |
| 3680.934451 | 4 | < 0.1% |
| 3680.961061 | 4 | < 0.1% |
| 3685.860667 | 4 | < 0.1% |
| Other values (844790) | 847441 | |
| (Missing) | 1336991 |
| Value | Count | Frequency (%) |
| 3347.937742 | 1 | |
| 3348.48389 | 1 | |
| 3349.235969 | 1 | |
| 3349.959748 | 1 | |
| 3351.503556 | 1 | |
| 3351.824187 | 1 | |
| 3351.972295 | 1 | |
| 3352.584028 | 1 | |
| 3352.931168 | 1 | |
| 3352.994896 | 1 |
| Value | Count | Frequency (%) |
| 21703.29683 | 1 | |
| 21506.02838 | 1 | |
| 21426.68956 | 1 | |
| 20862.82195 | 1 | |
| 20803.75645 | 1 | |
| 20792.66349 | 1 | |
| 20746.43797 | 1 | |
| 20340.30306 | 1 | |
| 19794.04115 | 1 | |
| 19198.24975 | 1 |
teff_flag1_uncertainty
Real number (ℝ)
High correlation Missing
| Distinct | 844800 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 1336991 |
| Missing (%) | 61.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.87014 |
| Minimum | 16.036758 |
|---|---|
| Maximum | 5154.3781 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.7 MiB |
Quantile statistics
| Minimum | 16.036758 |
|---|---|
| 5-th percentile | 61.173585 |
| Q1 | 107.08062 |
| median | 142.42143 |
| Q3 | 205.37297 |
| 95-th percentile | 363.85873 |
| Maximum | 5154.3781 |
| Range | 5138.3413 |
| Interquartile range (IQR) | 98.292352 |
Descriptive statistics
| Standard deviation | 131.47466 |
|---|---|
| Coefficient of variation (CV) | 0.75184168 |
| Kurtosis | 44.748775 |
| Mean | 174.87014 |
| Median Absolute Deviation (MAD) | 45.801832 |
| Skewness | 4.7052651 |
| Sum | 1.4819999 × 108 |
| Variance | 17285.586 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 180.434046 | 7 | < 0.1% |
| 182.0896796 | 5 | < 0.1% |
| 198.2789463 | 5 | < 0.1% |
| 208.3536295 | 4 | < 0.1% |
| 192.5890912 | 4 | < 0.1% |
| 197.1754615 | 4 | < 0.1% |
| 182.2680151 | 4 | < 0.1% |
| 203.4988059 | 4 | < 0.1% |
| 191.4711061 | 4 | < 0.1% |
| 193.4808392 | 4 | < 0.1% |
| Other values (844790) | 847441 | |
| (Missing) | 1336991 |
| Value | Count | Frequency (%) |
| 16.03675771 | 1 | |
| 16.23921785 | 1 | |
| 16.55658032 | 1 | |
| 16.93639715 | 1 | |
| 16.97824556 | 1 | |
| 17.07805292 | 1 | |
| 17.19160562 | 1 | |
| 17.20252781 | 1 | |
| 17.3004401 | 1 | |
| 17.31064084 | 1 |
| Value | Count | Frequency (%) |
| 5154.378106 | 1 | |
| 5023.989515 | 1 | |
| 5003.767255 | 1 | |
| 4932.991656 | 1 | |
| 4893.064458 | 1 | |
| 3915.351894 | 1 | |
| 3593.04943 | 1 | |
| 3462.894615 | 1 | |
| 3330.024408 | 1 | |
| 3259.552654 | 1 |
teff_propagated
Real number (ℝ)
High correlation Missing
| Distinct | 823027 |
|---|---|
| Distinct (%) | 90.6% |
| Missing | 1276166 |
| Missing (%) | 58.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4847.0176 |
| Minimum | 3496.3672 |
|---|---|
| Maximum | 31364.074 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.7 MiB |
Quantile statistics
| Minimum | 3496.3672 |
|---|---|
| 5-th percentile | 3671.739 |
| Q1 | 3882.1796 |
| median | 4285.0296 |
| Q3 | 5008.3129 |
| 95-th percentile | 9031.8383 |
| Maximum | 31364.074 |
| Range | 27867.707 |
| Interquartile range (IQR) | 1126.1333 |
Descriptive statistics
| Standard deviation | 1526.3588 |
|---|---|
| Coefficient of variation (CV) | 0.3149068 |
| Kurtosis | 5.8228747 |
| Mean | 4847.0176 |
| Median Absolute Deviation (MAD) | 476.60573 |
| Skewness | 2.1223396 |
| Sum | 4.4025994 × 109 |
| Variance | 2329771.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9031.83833 | 36295 | 1.7% |
| 9020.909739 | 1641 | 0.1% |
| 9023.226554 | 1558 | 0.1% |
| 8996.091255 | 1112 | 0.1% |
| 9000.278513 | 799 | < 0.1% |
| 8994.872687 | 731 | < 0.1% |
| 9099.361643 | 573 | < 0.1% |
| 9142.06415 | 543 | < 0.1% |
| 9018.398098 | 528 | < 0.1% |
| 9038.991934 | 452 | < 0.1% |
| Other values (823017) | 864079 | |
| (Missing) | 1276166 |
| Value | Count | Frequency (%) |
| 3496.367246 | 1 | |
| 3502.544971 | 1 | |
| 3505.735832 | 1 | |
| 3506.222277 | 1 | |
| 3507.254348 | 1 | |
| 3508.244839 | 1 | |
| 3509.536934 | 1 | |
| 3513.144691 | 1 | |
| 3513.541515 | 1 | |
| 3514.408185 | 1 |
| Value | Count | Frequency (%) |
| 31364.074 | 1 | |
| 31350.72354 | 1 | |
| 30715.74792 | 1 | |
| 29625.01825 | 1 | |
| 29193.03868 | 1 | |
| 29033.00375 | 1 | |
| 28952.78034 | 1 | |
| 28927.37308 | 1 | |
| 28890.3542 | 1 | |
| 28636.83959 | 1 |
teff_propagated_uncertainty
Real number (ℝ)
High correlation Missing
| Distinct | 823028 |
|---|---|
| Distinct (%) | 90.6% |
| Missing | 1276166 |
| Missing (%) | 58.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 523.39051 |
| Minimum | 23.016472 |
|---|---|
| Maximum | 9777.9174 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.7 MiB |
Quantile statistics
| Minimum | 23.016472 |
|---|---|
| 5-th percentile | 108.91034 |
| Q1 | 172.08118 |
| median | 276.99691 |
| Q3 | 453.42552 |
| 95-th percentile | 2645.1781 |
| Maximum | 9777.9174 |
| Range | 9754.9009 |
| Interquartile range (IQR) | 281.34434 |
Descriptive statistics
| Standard deviation | 692.69049 |
|---|---|
| Coefficient of variation (CV) | 1.3234678 |
| Kurtosis | 7.7316045 |
| Mean | 523.39051 |
| Median Absolute Deviation (MAD) | 117.63782 |
| Skewness | 2.7629078 |
| Sum | 4.7540136 × 108 |
| Variance | 479820.12 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2645.178132 | 36295 | 1.7% |
| 2662.587753 | 1641 | 0.1% |
| 2662.024909 | 1558 | 0.1% |
| 2672.71341 | 1112 | 0.1% |
| 2672.594905 | 799 | < 0.1% |
| 2672.895409 | 731 | < 0.1% |
| 2661.842572 | 573 | < 0.1% |
| 2615.124291 | 543 | < 0.1% |
| 2662.749057 | 528 | < 0.1% |
| 2574.467688 | 452 | < 0.1% |
| Other values (823018) | 864079 | |
| (Missing) | 1276166 |
| Value | Count | Frequency (%) |
| 23.0164715 | 1 | |
| 25.20661311 | 1 | |
| 26.29050182 | 1 | |
| 26.41955877 | 1 | |
| 28.14644894 | 1 | |
| 28.90893312 | 1 | |
| 28.96946942 | 1 | |
| 29.34216282 | 1 | |
| 29.40401673 | 1 | |
| 29.50875588 | 1 |
| Value | Count | Frequency (%) |
| 9777.917397 | 1 | |
| 9417.300916 | 1 | |
| 9103.216652 | 1 | |
| 9041.763033 | 1 | |
| 8684.199788 | 1 | |
| 8613.078497 | 1 | |
| 8194.063531 | 1 | |
| 8163.713836 | 1 | |
| 8105.328291 | 1 | |
| 7965.784384 | 1 |
teff_best
Real number (ℝ)
High correlation Missing
| Distinct | 840183 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 1276166 |
| Missing (%) | 58.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4671.4322 |
| Minimum | 3347.9377 |
|---|---|
| Maximum | 31125.298 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.7 MiB |
Quantile statistics
| Minimum | 3347.9377 |
|---|---|
| 5-th percentile | 3669.3194 |
| Q1 | 3834.8336 |
| median | 4207.9413 |
| Q3 | 4764.9154 |
| 95-th percentile | 9031.8383 |
| Maximum | 31125.298 |
| Range | 27777.36 |
| Interquartile range (IQR) | 930.0818 |
Descriptive statistics
| Standard deviation | 1423.6983 |
|---|---|
| Coefficient of variation (CV) | 0.30476699 |
| Kurtosis | 6.2856509 |
| Mean | 4671.4322 |
| Median Absolute Deviation (MAD) | 428.81242 |
| Skewness | 2.4327326 |
| Sum | 4.2431133 × 109 |
| Variance | 2026917 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9031.83833 | 36295 | 1.7% |
| 9020.909739 | 1641 | 0.1% |
| 9023.226554 | 1558 | 0.1% |
| 8996.091255 | 1112 | 0.1% |
| 9000.278513 | 799 | < 0.1% |
| 8994.872687 | 731 | < 0.1% |
| 9099.361643 | 573 | < 0.1% |
| 9142.06415 | 543 | < 0.1% |
| 9018.398098 | 528 | < 0.1% |
| 9038.991934 | 452 | < 0.1% |
| Other values (840173) | 864079 | |
| (Missing) | 1276166 |
| Value | Count | Frequency (%) |
| 3347.937742 | 1 | |
| 3348.48389 | 1 | |
| 3349.235969 | 1 | |
| 3349.959748 | 1 | |
| 3351.503556 | 1 | |
| 3351.824187 | 1 | |
| 3351.972295 | 1 | |
| 3352.584028 | 1 | |
| 3352.931168 | 1 | |
| 3352.994896 | 1 |
| Value | Count | Frequency (%) |
| 31125.29766 | 1 | |
| 31120.19151 | 1 | |
| 31093.73677 | 1 | |
| 31044.42578 | 1 | |
| 30901.07809 | 1 | |
| 29471.96222 | 1 | |
| 29320.70017 | 1 | |
| 28331.5718 | 1 | |
| 28281.32277 | 1 | |
| 26585.84441 | 1 |
teff_best_uncertainty
Real number (ℝ)
High correlation Missing
| Distinct | 840183 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 1276166 |
| Missing (%) | 58.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 337.07285 |
| Minimum | 13.03874 |
|---|---|
| Maximum | 5233.0474 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.7 MiB |
Quantile statistics
| Minimum | 13.03874 |
|---|---|
| 5-th percentile | 52.988932 |
| Q1 | 103.31563 |
| median | 138.1932 |
| Q3 | 210.92244 |
| 95-th percentile | 2645.1781 |
| Maximum | 5233.0474 |
| Range | 5220.0086 |
| Interquartile range (IQR) | 107.60681 |
Descriptive statistics
| Standard deviation | 665.10958 |
|---|---|
| Coefficient of variation (CV) | 1.9731924 |
| Kurtosis | 10.873754 |
| Mean | 337.07285 |
| Median Absolute Deviation (MAD) | 49.149883 |
| Skewness | 3.4512583 |
| Sum | 3.0616698 × 108 |
| Variance | 442370.75 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2645.178132 | 36295 | 1.7% |
| 2662.587753 | 1641 | 0.1% |
| 2662.024909 | 1558 | 0.1% |
| 2672.71341 | 1112 | 0.1% |
| 2672.594905 | 799 | < 0.1% |
| 2672.895409 | 731 | < 0.1% |
| 2661.842572 | 573 | < 0.1% |
| 2615.124291 | 543 | < 0.1% |
| 2662.749057 | 528 | < 0.1% |
| 2574.467688 | 452 | < 0.1% |
| Other values (840173) | 864079 | |
| (Missing) | 1276166 |
| Value | Count | Frequency (%) |
| 13.03873983 | 1 | |
| 13.50742597 | 1 | |
| 13.87484321 | 1 | |
| 14.37227226 | 1 | |
| 14.8997843 | 1 | |
| 15.10486928 | 1 | |
| 15.27795595 | 1 | |
| 15.36698096 | 1 | |
| 15.40624922 | 1 | |
| 15.99445833 | 1 |
| Value | Count | Frequency (%) |
| 5233.047381 | 1 | < 0.1% |
| 5161.122179 | 1 | < 0.1% |
| 5154.378106 | 1 | < 0.1% |
| 5054.89462 | 1 | < 0.1% |
| 5027.040876 | 4 | |
| 5023.989515 | 1 | < 0.1% |
| 4932.991656 | 1 | < 0.1% |
| 4915.318846 | 1 | < 0.1% |
| 4792.588071 | 1 | < 0.1% |
| 4766.535805 | 1 | < 0.1% |
Interactions
Correlations
| source_id | teff_best | teff_best_uncertainty | teff_clustering | teff_clustering_uncertainty | teff_flag1 | teff_flag1_uncertainty | teff_gaia_original | teff_log | teff_log_uncertainty | teff_propagated | teff_propagated_uncertainty | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| source_id | 1.000 | -0.051 | -0.037 | -0.033 | -0.022 | -0.028 | -0.007 | -0.017 | -0.030 | -0.040 | -0.053 | -0.068 |
| teff_best | -0.051 | 1.000 | 0.354 | 0.957 | 0.438 | 0.997 | 0.177 | NaN | 0.966 | 0.446 | 0.968 | 0.342 |
| teff_best_uncertainty | -0.037 | 0.354 | 1.000 | 0.275 | 0.791 | 0.206 | 0.968 | NaN | 0.247 | 0.822 | 0.400 | 0.696 |
| teff_clustering | -0.033 | 0.957 | 0.275 | 1.000 | 0.543 | 0.954 | 0.235 | NaN | 0.992 | 0.548 | 0.989 | 0.312 |
| teff_clustering_uncertainty | -0.022 | 0.438 | 0.791 | 0.543 | 1.000 | 0.437 | 0.749 | NaN | 0.506 | 0.897 | 0.509 | 0.672 |
| teff_flag1 | -0.028 | 0.997 | 0.206 | 0.954 | 0.437 | 1.000 | 0.183 | NaN | 0.962 | 0.444 | 0.959 | 0.189 |
| teff_flag1_uncertainty | -0.007 | 0.177 | 0.968 | 0.235 | 0.749 | 0.183 | 1.000 | NaN | 0.209 | 0.758 | 0.225 | 0.579 |
| teff_gaia_original | -0.017 | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | NaN |
| teff_log | -0.030 | 0.966 | 0.247 | 0.992 | 0.506 | 0.962 | 0.209 | NaN | 1.000 | 0.523 | 0.994 | 0.282 |
| teff_log_uncertainty | -0.040 | 0.446 | 0.822 | 0.548 | 0.897 | 0.444 | 0.758 | NaN | 0.523 | 1.000 | 0.536 | 0.802 |
| teff_propagated | -0.053 | 0.968 | 0.400 | 0.989 | 0.509 | 0.959 | 0.225 | NaN | 0.994 | 0.536 | 1.000 | 0.444 |
| teff_propagated_uncertainty | -0.068 | 0.342 | 0.696 | 0.312 | 0.672 | 0.189 | 0.579 | NaN | 0.282 | 0.802 | 0.444 | 1.000 |
Missing values
Sample
| source_id | teff_gaia_original | teff_clustering | teff_clustering_uncertainty | teff_log | teff_log_uncertainty | teff_flag1 | teff_flag1_uncertainty | teff_propagated | teff_propagated_uncertainty | teff_best | teff_best_uncertainty | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 46626164993792 | <NA> | 4342.719202 | 344.737691 | 4333.702422 | 107.170891 | 4340.928164 | 105.501167 | 4353.590507 | 147.340373 | 4340.928164 | 105.501167 |
| 1 | 104487964717440 | 3621.25293 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 138577120584320 | 6317.194336 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 160219460292352 | 4596.814453 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 203551385701760 | 4162.13916 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 278760557996032 | 6881.932129 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 544743587681792 | 7291.723145 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 608515262200832 | 6964.344727 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 732656996930048 | 5012.145508 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 1007152651082368 | <NA> | 5226.475786 | 649.936017 | 5392.101984 | 275.341646 | 5463.538408 | 245.918866 | 5334.858165 | 303.839007 | 5463.538408 | 245.918866 |
| source_id | teff_gaia_original | teff_clustering | teff_clustering_uncertainty | teff_log | teff_log_uncertainty | teff_flag1 | teff_flag1_uncertainty | teff_propagated | teff_propagated_uncertainty | teff_best | teff_best_uncertainty | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2184467 | 6917365853245259904 | 5447.230957 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2184468 | 6917371595616433408 | 4794.927734 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2184469 | 6917373000069505664 | 4598.081543 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2184470 | 6917461927367885312 | 5674.800293 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2184471 | 6917469516575512704 | 5939.567871 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2184472 | 6917470723460893824 | 5243.59668 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2184473 | 6917501093175439872 | 5206.659668 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2184474 | 6917522774170505472 | <NA> | 4435.883387 | 104.139510 | 4442.809791 | 118.255438 | 4456.693043 | 91.242767 | 4423.716058 | 134.215756 | 4456.693043 | 91.242767 |
| 2184475 | 6917527794986540928 | <NA> | 6878.951604 | 943.331272 | 6631.840086 | 543.318374 | 6148.968925 | 155.977559 | 6869.631907 | 1313.778361 | 6148.968925 | 155.977559 |
| 2184476 | 6917527893770190080 | 5976.354004 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |